LUR models for particulate matters in the Taipei metropolis with high densities of roads and strong activities of industry, commerce and construction

Science of the Total Environment

Volumn 514, Issue , 2015, Pages 178-184

  Lee, Jui Huna ^a   Wu, Chang Fu ^a   Hoek, Gerard ^b   de Hoogh, Kees ^c,d,e   Beelen, Rob ^b   Brunekreef, Bert ^b,f   Chan, Chang Chuan ^a  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

^b UTRECHT UNIVERSITY   (Netherlands)

^c SWISS TROPICAL AND PUBLIC HEALTH INSTITUTE   (Switzerland)

^d UNIVERSITY OF BASEL   (Switzerland)

^e IMPERIAL COLLEGE LONDON   (United Kingdom)

^f UNIVERSITY MEDICAL CENTER UTRECHT   (Netherlands)

Author keywords

Elevated highway; GIS; Land use regression; Long term exposure; Particulate matter; Road area

Indexed keywords

COMMERCE; GEOGRAPHIC INFORMATION SYSTEMS; LAND USE; MOTOR TRANSPORTATION; PARTICLES (PARTICULATE MATTER); PROXIMITY INDICATORS;

ELEVATED HIGHWAY; LAND USE REGRESSION; LONG TERM EXPOSURE; PARTICULATE MATTER; ROAD AREA;

ROADS AND STREETS;

CONCENTRATION (COMPOSITION); CONSTRUCTION INDUSTRY; GIS; METROPOLITAN AREA; PARTICULATE MATTER; ROAD; SPATIAL DISTRIBUTION; TRADE AND COMMERCE;

AIR POLLUTION; AIR POLLUTION INDICATOR; ARTICLE; BUILDING INDUSTRY; CITY; COMMERCIAL PHENOMENA; CONCENTRATION (PARAMETERS); ENVIRONMENTAL MONITORING; HIGHWAY; LAND USE REGRESSION MODEL; NONBIOLOGICAL MODEL; PARTICULATE MATTER; POLLUTION MONITORING; RESIDENTIAL AREA; RIVER; ROAD AREA; ROAD LENGTH; TAIWAN; TRAFFIC AND TRANSPORT; TRANSPORTATION FACILITY; URBAN AREA;

TAIPEI; TAIWAN;

EID: 84922217111     PISSN: 00489697     EISSN: 18791026     Source Type: Journal    
DOI: 10.1016/j.scitotenv.2015.01.091     Document Type: Article

References (19)

1. Babyak M.A. What you see may not be what you get: a brief, nontechnical introduction to overfitting in regression-type models. Psychosom. Med. 2004, 66:411-421.
2. Baldauf R.W., Heist D., Isakov V., Perry S., Hagler G.S.W., Kimbrough S., et al. Air quality variability near a highway in a complex urban environment. Atmos. Environ. 2013, 64:169-178.
3. Beelen R., Raaschou-Nielsen O., Stafoggia M., Andersen Z.J., Weinmayr G., Hoffmann B., et al. Effects of long-term exposure to air pollution on natural-cause mortality: an analysis of 22 European cohorts within the multicentre ESCAPE project. Lancet 2014, 383:785-795.
4. coarse in 20 European study areas; results of the ESCAPE project. Environ. Sci. Technol. 2012, 46:11195-11205.
5. 2 - results of the ESCAPE project. Atmos. Environ. 2012, 62:303-317.
6. Henderson S.B., Beckerman B., Jerrett M., Brauer M. Application of land use regression to estimate long-term concentrations of traffic-related nitrogen oxides and fine particulate matter. Environ. Sci. Technol. 2007, 41:2422-2428.
7. Hoek G., Brunekreef B., Goldbohm S., Fischer P., van den Brandt P.A. Association between mortality and indicators of traffic-related air pollution in the Netherlands: a cohort study. Lancet 2002, 360:1203-1209.
8. Hoek G., Beelen R., de Hoogh K., Vienneau D., Gulliver J., Fischer P., et al. A review of land-use regression models to assess spatial variation of outdoor air pollution. Atmos. Environ. 2008, 42:7561-7578.
9. Huang K.C., Chan S.L. A study on the land-cover change indicators of Taipei metropolitan areas. IOP Conf. Ser.: Earth Environ. Sci. 2014, 18:012105.
10. Janssen N.A.H., van Vliet P.H.N., Aarts F., Harssema H., Brunekreef B. Assessment of exposure to traffic related air pollution of children attending schools near motorways. Atmos. Environ. 2001, 35:3875-3884.
11. Ketchman K., Bilec M. Quantification of particulate matter from commercial building excavation activities using life-cycle approach. J. Constr. Eng. Manag. 2013, 139:A4013007.
12. 2.5 and diesel exhaust particles on Harlem sidewalks: a community-based pilot study. Environ. Health Perspect. 2000, 108:213-218.
13. Liao C.M., Chen S.C., Chen J.W., Liang H.M. Contributions of Chinese-style cooking and incense burning to personal exposure and residential PM concentrations in Taiwan region. Sci. Total Environ. 2006, 358:72-84.
14. Moore D.K., Jerrett M., Mack W.J., Kunzli N. A land use regression model for predicting ambient fine particulate matter across Los Angeles, CA. J. Environ. Monit. 2007, 9:246-252.
15. Muleski G.E., Cowherd C., Kinsey J.S. Particulate emissions from construction activities. J. Air Waste Manag. Assoc. 2005, 55:772-783.
16. Ross Z., Jerrett M., Ito K., Tempalski B., Thurston G.D. A land use regression for predicting fine particulate matter concentrations in the New York City region. Atmos. Environ. 2007, 41:2255-2269.
17. Tong Z., Wang Y.J., Patel M., Kinney P., Chrillrud S., Zhang K.M. Modeling spatial variations of black carbon particles in an urban highway-building environment. Environ. Sci. Technol. 2011, 46:312-319.
18. Zhu Y., Hinds W.C., Kim S., Shen S., Sioutas C. Study of ultrafine particles near a major highway with heavy-duty diesel traffic. Atmos. Environ. 2002, 36:4323-4335.
19. Zwack L.M., Paciorek C.J., Spengler J.D., Levy J.I. Modeling spatial patterns of traffic-related air pollutants in complex urban terrain. Environ. Health Perspect. 2011, 119:852-859.